Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 94314 |
| Missing cells (%) | 31.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 11 |
| Unsupported | 1 |
cozinhas has constant value "1.0" | Constant |
varandas has constant value "1.0" | Constant |
sacadas has constant value "1.0" | Constant |
terracos has constant value "1.0" | Constant |
areas_servico has constant value "1.0" | Constant |
dce has constant value "1.0" | Constant |
churrasqueiras has constant value "1.0" | Constant |
wc has constant value "1.0" | Constant |
wc_emp has constant value "1.0" | Constant |
area_privativa is highly overall correlated with lavabos | High correlation |
area_terreno is highly overall correlated with lavabos and 1 other fields | High correlation |
area_total is highly overall correlated with m2total | High correlation |
desconto is highly overall correlated with preco and 4 other fields | High correlation |
lavabos is highly overall correlated with area_privativa and 7 other fields | High correlation |
m2privativa is highly overall correlated with preco and 4 other fields | High correlation |
m2terreno is highly overall correlated with area_terreno and 1 other fields | High correlation |
m2total is highly overall correlated with area_total | High correlation |
n_lances is highly overall correlated with lavabos | High correlation |
preco is highly overall correlated with desconto and 6 other fields | High correlation |
valor_de_avaliacao is highly overall correlated with desconto and 5 other fields | High correlation |
valor_oferta is highly overall correlated with desconto and 6 other fields | High correlation |
valor_presente is highly overall correlated with desconto and 6 other fields | High correlation |
valor_venda is highly overall correlated with desconto and 6 other fields | High correlation |
salas is highly imbalanced (92.7%) | Imbalance |
lavabos is highly imbalanced (89.4%) | Imbalance |
quartos has 1529 (15.3%) missing values | Missing |
salas has 1730 (17.3%) missing values | Missing |
vagas_garagem has 3403 (34.0%) missing values | Missing |
lavabos has 9773 (97.7%) missing values | Missing |
suites has 10000 (100.0%) missing values | Missing |
cozinhas has 1684 (16.8%) missing values | Missing |
varandas has 9483 (94.8%) missing values | Missing |
sacadas has 9824 (98.2%) missing values | Missing |
terracos has 9751 (97.5%) missing values | Missing |
areas_servico has 5593 (55.9%) missing values | Missing |
dce has 9905 (99.1%) missing values | Missing |
churrasqueiras has 9998 (> 99.9%) missing values | Missing |
wc has 1811 (18.1%) missing values | Missing |
wc_emp has 9830 (98.3%) missing values | Missing |
classificacao is highly skewed (γ1 = 23.6817897) | Skewed |
n_lances is highly skewed (γ1 = 23.34055607) | Skewed |
area_terreno is highly skewed (γ1 = 30.20264893) | Skewed |
m2terreno is highly skewed (γ1 = 42.336763) | Skewed |
suites is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
perc_de_luta has 3289 (32.9%) zeros | Zeros |
area_total has 6295 (62.9%) zeros | Zeros |
area_privativa has 579 (5.8%) zeros | Zeros |
area_terreno has 6413 (64.1%) zeros | Zeros |
m2total has 6295 (62.9%) zeros | Zeros |
m2privativa has 579 (5.8%) zeros | Zeros |
m2terreno has 6413 (64.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-18 19:46:24.647843 |
|---|---|
| Analysis finished | 2025-12-18 19:46:49.266345 |
| Duration | 24.62 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
classificacao
Real number (ℝ)
Skewed 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0116 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.198165 |
|---|---|
| Coefficient of variation (CV) | 0.19589264 |
| Kurtosis | 658.65859 |
| Mean | 1.0116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.68179 |
| Sum | 10116 |
| Variance | 0.039269367 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 9945 | |
| 2 | 30 | 0.3% |
| 3 | 10 | 0.1% |
| 4 | 7 | 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9945 | |
| 2 | 30 | 0.3% |
| 3 | 10 | 0.1% |
| 4 | 7 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 7 | 0.1% |
| 3 | 10 | 0.1% |
| 2 | 30 | 0.3% |
| 1 | 9945 |
valor_venda
Real number (ℝ)
High correlation 
| Distinct | 3241 |
|---|---|
| Distinct (%) | 32.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119908.7 |
| Minimum | 2472.92 |
|---|---|
| Maximum | 2040043.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 2472.92 |
|---|---|
| 5-th percentile | 50984.319 |
| Q1 | 79804.913 |
| median | 97778.11 |
| Q3 | 126514.08 |
| 95-th percentile | 245366.01 |
| Maximum | 2040043.1 |
| Range | 2037570.2 |
| Interquartile range (IQR) | 46709.167 |
Descriptive statistics
| Standard deviation | 105469.62 |
|---|---|
| Coefficient of variation (CV) | 0.87958272 |
| Kurtosis | 85.442831 |
| Mean | 119908.7 |
| Median Absolute Deviation (MAD) | 21761.975 |
| Skewness | 7.4323079 |
| Sum | 1.199087 × 109 |
| Variance | 1.1123841 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87819.45 | 142 | 1.4% |
| 106667.03 | 121 | 1.2% |
| 100741.08 | 120 | 1.2% |
| 94815.14 | 117 | 1.2% |
| 81964.82 | 105 | 1.1% |
| 97778.11 | 87 | 0.9% |
| 84892.14 | 78 | 0.8% |
| 90746.77 | 76 | 0.8% |
| 78000 | 68 | 0.7% |
| 114838.57 | 67 | 0.7% |
| Other values (3231) | 9019 |
| Value | Count | Frequency (%) |
| 2472.92 | 1 | < 0.1% |
| 3228.86 | 1 | < 0.1% |
| 3369.5 | 1 | < 0.1% |
| 3516 | 1 | < 0.1% |
| 3820.72 | 7 | |
| 4102 | 1 | < 0.1% |
| 4453.6 | 1 | < 0.1% |
| 4688 | 1 | < 0.1% |
| 4729.02 | 1 | < 0.1% |
| 4834.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2040043.07 | 1 | |
| 2014957.2 | 1 | |
| 1889571.69 | 1 | |
| 1784480.04 | 1 | |
| 1666873.34 | 1 | |
| 1657017.18 | 1 | |
| 1642532.16 | 1 | |
| 1610360.84 | 1 | |
| 1520000 | 1 | |
| 1485800 | 1 |
valor_oferta
Real number (ℝ)
High correlation 
| Distinct | 6600 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137818.17 |
| Minimum | 5370 |
|---|---|
| Maximum | 3026000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 5370 |
|---|---|
| 5-th percentile | 58080.62 |
| Q1 | 89354.385 |
| median | 110648.52 |
| Q3 | 145730.35 |
| 95-th percentile | 289048.9 |
| Maximum | 3026000 |
| Range | 3020630 |
| Interquartile range (IQR) | 56375.963 |
Descriptive statistics
| Standard deviation | 126471.08 |
|---|---|
| Coefficient of variation (CV) | 0.91766624 |
| Kurtosis | 124.33897 |
| Mean | 137818.17 |
| Median Absolute Deviation (MAD) | 25648.305 |
| Skewness | 8.6015362 |
| Sum | 1.3781817 × 109 |
| Variance | 1.5994934 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87819.45 | 48 | 0.5% |
| 94815.14 | 47 | 0.5% |
| 97778.11 | 45 | 0.4% |
| 106667.03 | 43 | 0.4% |
| 96000 | 31 | 0.3% |
| 102000 | 30 | 0.3% |
| 100741.08 | 29 | 0.3% |
| 87000 | 28 | 0.3% |
| 114838.57 | 27 | 0.3% |
| 81964.82 | 25 | 0.2% |
| Other values (6590) | 9647 |
| Value | Count | Frequency (%) |
| 5370 | 1 | |
| 10001.5 | 2 | |
| 10453.6 | 1 | |
| 10456.39 | 1 | |
| 10472.92 | 1 | |
| 11820.72 | 1 | |
| 11821 | 1 | |
| 11920 | 1 | |
| 12151.26 | 1 | |
| 12489.58 | 1 |
| Value | Count | Frequency (%) |
| 3026000 | 1 | |
| 2904000 | 1 | |
| 2771575 | 1 | |
| 2540000 | 1 | |
| 2040043.07 | 1 | |
| 1940360.84 | 1 | |
| 1922039.32 | 1 | |
| 1705800 | 1 | |
| 1687533 | 1 | |
| 1679722.18 | 1 |
valor_presente
Real number (ℝ)
High correlation 
| Distinct | 6601 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137810.07 |
| Minimum | 5370 |
|---|---|
| Maximum | 3026000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 5370 |
|---|---|
| 5-th percentile | 58080.62 |
| Q1 | 89279.592 |
| median | 110648.52 |
| Q3 | 145707.55 |
| 95-th percentile | 289048.9 |
| Maximum | 3026000 |
| Range | 3020630 |
| Interquartile range (IQR) | 56427.955 |
Descriptive statistics
| Standard deviation | 126470.4 |
|---|---|
| Coefficient of variation (CV) | 0.91771521 |
| Kurtosis | 124.34392 |
| Mean | 137810.07 |
| Median Absolute Deviation (MAD) | 25646.31 |
| Skewness | 8.6018492 |
| Sum | 1.3781007 × 109 |
| Variance | 1.5994761 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87819.45 | 48 | 0.5% |
| 94815.14 | 47 | 0.5% |
| 97778.11 | 45 | 0.4% |
| 106667.03 | 43 | 0.4% |
| 96000 | 31 | 0.3% |
| 102000 | 30 | 0.3% |
| 100741.08 | 29 | 0.3% |
| 87000 | 28 | 0.3% |
| 114838.57 | 27 | 0.3% |
| 81964.82 | 25 | 0.2% |
| Other values (6591) | 9647 |
| Value | Count | Frequency (%) |
| 5370 | 1 | |
| 10001.5 | 2 | |
| 10453.6 | 1 | |
| 10456.39 | 1 | |
| 10472.92 | 1 | |
| 11820.72 | 1 | |
| 11821 | 1 | |
| 11920 | 1 | |
| 12151.26 | 1 | |
| 12489.58 | 1 |
| Value | Count | Frequency (%) |
| 3026000 | 1 | |
| 2904000 | 1 | |
| 2771575 | 1 | |
| 2540000 | 1 | |
| 2040043.07 | 1 | |
| 1940360.84 | 1 | |
| 1922039.32 | 1 | |
| 1705800 | 1 | |
| 1687533 | 1 | |
| 1679722.18 | 1 |
row_id
Real number (ℝ)
| Distinct | 610 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228.3047 |
| Minimum | 3 |
|---|---|
| Maximum | 798 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 24.95 |
| Q1 | 107 |
| median | 216 |
| Q3 | 338 |
| 95-th percentile | 465 |
| Maximum | 798 |
| Range | 795 |
| Interquartile range (IQR) | 231 |
Descriptive statistics
| Standard deviation | 142.32367 |
|---|---|
| Coefficient of variation (CV) | 0.62339352 |
| Kurtosis | -0.5103863 |
| Mean | 228.3047 |
| Median Absolute Deviation (MAD) | 114 |
| Skewness | 0.38671486 |
| Sum | 2283047 |
| Variance | 20256.027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 92 | 0.9% |
| 47 | 91 | 0.9% |
| 19 | 91 | 0.9% |
| 35 | 91 | 0.9% |
| 55 | 91 | 0.9% |
| 51 | 90 | 0.9% |
| 43 | 89 | 0.9% |
| 31 | 89 | 0.9% |
| 107 | 88 | 0.9% |
| 139 | 88 | 0.9% |
| Other values (600) | 9100 |
| Value | Count | Frequency (%) |
| 3 | 69 | |
| 7 | 80 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 73 | |
| 12 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 87 | |
| 16 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 798 | 1 | |
| 794 | 1 | |
| 790 | 1 | |
| 786 | 1 | |
| 782 | 1 | |
| 778 | 1 | |
| 770 | 1 | |
| 766 | 1 | |
| 762 | 1 | |
| 758 | 1 |
perc_de_luta
Real number (ℝ)
Zeros 
| Distinct | 186 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.9241 |
| Minimum | 0 |
|---|---|
| Maximum | 1007 |
| Zeros | 3289 |
| Zeros (%) | 32.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 24 |
| 95-th percentile | 57 |
| Maximum | 1007 |
| Range | 1007 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 33.018797 |
|---|---|
| Coefficient of variation (CV) | 1.9509928 |
| Kurtosis | 246.5158 |
| Mean | 16.9241 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 11.7594 |
| Sum | 169241 |
| Variance | 1090.241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3289 | |
| 1 | 321 | 3.2% |
| 2 | 297 | 3.0% |
| 10 | 232 | 2.3% |
| 3 | 222 | 2.2% |
| 4 | 220 | 2.2% |
| 6 | 189 | 1.9% |
| 5 | 186 | 1.9% |
| 7 | 177 | 1.8% |
| 8 | 175 | 1.8% |
| Other values (176) | 4692 |
| Value | Count | Frequency (%) |
| 0 | 3289 | |
| 1 | 321 | 3.2% |
| 2 | 297 | 3.0% |
| 3 | 222 | 2.2% |
| 4 | 220 | 2.2% |
| 5 | 186 | 1.9% |
| 6 | 189 | 1.9% |
| 7 | 177 | 1.8% |
| 8 | 175 | 1.8% |
| 9 | 159 | 1.6% |
| Value | Count | Frequency (%) |
| 1007 | 1 | |
| 940 | 1 | |
| 762 | 1 | |
| 719 | 1 | |
| 616 | 1 | |
| 587 | 1 | |
| 545 | 1 | |
| 527 | 1 | |
| 512 | 1 | |
| 490 | 1 |
n_lances
Real number (ℝ)
High correlation  Skewed 
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4449 |
| Minimum | 1 |
|---|---|
| Maximum | 1781 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 23 |
| Maximum | 1781 |
| Range | 1780 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 43.469087 |
|---|---|
| Coefficient of variation (CV) | 5.8387738 |
| Kurtosis | 651.34563 |
| Mean | 7.4449 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 23.340556 |
| Sum | 74449 |
| Variance | 1889.5615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4300 | |
| 2 | 1547 | 15.5% |
| 3 | 913 | 9.1% |
| 4 | 646 | 6.5% |
| 5 | 406 | 4.1% |
| 6 | 314 | 3.1% |
| 7 | 232 | 2.3% |
| 8 | 179 | 1.8% |
| 9 | 143 | 1.4% |
| 10 | 123 | 1.2% |
| Other values (86) | 1197 | 12.0% |
| Value | Count | Frequency (%) |
| 1 | 4300 | |
| 2 | 1547 | 15.5% |
| 3 | 913 | 9.1% |
| 4 | 646 | 6.5% |
| 5 | 406 | 4.1% |
| 6 | 314 | 3.1% |
| 7 | 232 | 2.3% |
| 8 | 179 | 1.8% |
| 9 | 143 | 1.4% |
| 10 | 123 | 1.2% |
| Value | Count | Frequency (%) |
| 1781 | 1 | < 0.1% |
| 1164 | 3 | |
| 985 | 3 | |
| 980 | 5 | |
| 690 | 3 | |
| 592 | 1 | < 0.1% |
| 382 | 2 | < 0.1% |
| 381 | 1 | < 0.1% |
| 332 | 1 | < 0.1% |
| 287 | 2 | < 0.1% |
preco
Real number (ℝ)
High correlation 
| Distinct | 3211 |
|---|---|
| Distinct (%) | 32.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119912.51 |
| Minimum | 2473 |
|---|---|
| Maximum | 2040043 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 2473 |
|---|---|
| 5-th percentile | 50983.95 |
| Q1 | 79805 |
| median | 97778 |
| Q3 | 126514 |
| 95-th percentile | 245366 |
| Maximum | 2040043 |
| Range | 2037570 |
| Interquartile range (IQR) | 46709 |
Descriptive statistics
| Standard deviation | 105469.7 |
|---|---|
| Coefficient of variation (CV) | 0.87955541 |
| Kurtosis | 85.441486 |
| Mean | 119912.51 |
| Median Absolute Deviation (MAD) | 21812 |
| Skewness | 7.4321792 |
| Sum | 1.1991251 × 109 |
| Variance | 1.1123857 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87819 | 142 | 1.4% |
| 106667 | 121 | 1.2% |
| 100741 | 120 | 1.2% |
| 94815 | 117 | 1.2% |
| 81965 | 105 | 1.1% |
| 96000 | 89 | 0.9% |
| 97778 | 87 | 0.9% |
| 84892 | 78 | 0.8% |
| 90747 | 76 | 0.8% |
| 78000 | 68 | 0.7% |
| Other values (3201) | 8997 |
| Value | Count | Frequency (%) |
| 2473 | 1 | < 0.1% |
| 3229 | 1 | < 0.1% |
| 3370 | 1 | < 0.1% |
| 3516 | 1 | < 0.1% |
| 3821 | 7 | |
| 4102 | 1 | < 0.1% |
| 4454 | 1 | < 0.1% |
| 4688 | 1 | < 0.1% |
| 4729 | 1 | < 0.1% |
| 4834 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2040043 | 1 | |
| 2014957 | 1 | |
| 1889572 | 1 | |
| 1784480 | 1 | |
| 1666873 | 1 | |
| 1657017 | 1 | |
| 1642532 | 1 | |
| 1610361 | 1 | |
| 1520000 | 1 | |
| 1485800 | 1 |
valor_de_avaliacao
Real number (ℝ)
High correlation 
| Distinct | 1852 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195617.89 |
| Minimum | 16000 |
|---|---|
| Maximum | 4000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 16000 |
|---|---|
| 5-th percentile | 90000 |
| Q1 | 135000 |
| median | 163000 |
| Q3 | 205000 |
| 95-th percentile | 375000 |
| Maximum | 4000000 |
| Range | 3984000 |
| Interquartile range (IQR) | 70000 |
Descriptive statistics
| Standard deviation | 167485.24 |
|---|---|
| Coefficient of variation (CV) | 0.85618569 |
| Kurtosis | 119.62116 |
| Mean | 195617.89 |
| Median Absolute Deviation (MAD) | 33000 |
| Skewness | 8.7361824 |
| Sum | 1.9561789 × 109 |
| Variance | 2.8051305 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150000 | 265 | 2.6% |
| 180000 | 234 | 2.3% |
| 160000 | 232 | 2.3% |
| 170000 | 230 | 2.3% |
| 140000 | 204 | 2.0% |
| 165000 | 177 | 1.8% |
| 145000 | 171 | 1.7% |
| 130000 | 164 | 1.6% |
| 155000 | 147 | 1.5% |
| 190000 | 137 | 1.4% |
| Other values (1842) | 8039 |
| Value | Count | Frequency (%) |
| 16000 | 1 | < 0.1% |
| 18000 | 1 | < 0.1% |
| 20000 | 1 | < 0.1% |
| 21500 | 1 | < 0.1% |
| 25000 | 5 | |
| 27000 | 1 | < 0.1% |
| 27500 | 2 | < 0.1% |
| 28000 | 1 | < 0.1% |
| 28500 | 2 | < 0.1% |
| 29400 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4000000 | 1 | |
| 3309000 | 1 | |
| 3201000 | 1 | |
| 3086000 | 1 | |
| 2960000 | 1 | |
| 2939000 | 1 | |
| 2800000 | 1 | |
| 2682000 | 1 | |
| 2630000 | 1 | |
| 2600000 | 2 |
desconto
Real number (ℝ)
High correlation 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.7008 |
| Minimum | 10 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 38 |
| median | 40 |
| Q3 | 41 |
| 95-th percentile | 45 |
| Maximum | 94 |
| Range | 84 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.0235847 |
|---|---|
| Coefficient of variation (CV) | 0.12653611 |
| Kurtosis | 41.20243 |
| Mean | 39.7008 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.0549111 |
| Sum | 397008 |
| Variance | 25.236403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 2705 | |
| 41 | 1934 | |
| 35 | 739 | 7.4% |
| 36 | 732 | 7.3% |
| 42 | 720 | 7.2% |
| 45 | 705 | 7.0% |
| 43 | 677 | 6.8% |
| 39 | 500 | 5.0% |
| 37 | 379 | 3.8% |
| 30 | 295 | 2.9% |
| Other values (30) | 614 | 6.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | < 0.1% |
| 15 | 6 | 0.1% |
| 20 | 51 | 0.5% |
| 25 | 83 | 0.8% |
| 26 | 6 | 0.1% |
| 27 | 45 | 0.4% |
| 29 | 3 | < 0.1% |
| 30 | 295 | |
| 31 | 7 | 0.1% |
| 32 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 94 | 27 | |
| 90 | 3 | < 0.1% |
| 74 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 65 | 2 | < 0.1% |
| 64 | 1 | < 0.1% |
| 62 | 5 | 0.1% |
| 60 | 4 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
area_total
Real number (ℝ)
High correlation  Zeros 
| Distinct | 215 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.454 |
| Minimum | 0 |
|---|---|
| Maximum | 835 |
| Zeros | 6295 |
| Zeros (%) | 62.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 57 |
| 95-th percentile | 103 |
| Maximum | 835 |
| Range | 835 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 44.695884 |
|---|---|
| Coefficient of variation (CV) | 1.570812 |
| Kurtosis | 21.992969 |
| Mean | 28.454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8010388 |
| Sum | 284540 |
| Variance | 1997.7221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6295 | |
| 45 | 112 | 1.1% |
| 61 | 95 | 0.9% |
| 46 | 95 | 0.9% |
| 70 | 85 | 0.9% |
| 48 | 81 | 0.8% |
| 59 | 80 | 0.8% |
| 62 | 78 | 0.8% |
| 50 | 71 | 0.7% |
| 44 | 71 | 0.7% |
| Other values (205) | 2937 |
| Value | Count | Frequency (%) |
| 0 | 6295 | |
| 23 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| 30 | 4 | < 0.1% |
| 31 | 8 | 0.1% |
| 32 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 835 | 1 | |
| 640 | 1 | |
| 527 | 1 | |
| 481 | 1 | |
| 462 | 1 | |
| 396 | 1 | |
| 381 | 1 | |
| 378 | 1 | |
| 371 | 1 | |
| 360 | 1 |
area_privativa
Real number (ℝ)
High correlation  Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.736 |
| Minimum | 0 |
|---|---|
| Maximum | 2125 |
| Zeros | 579 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 42 |
| median | 46 |
| Q3 | 58 |
| 95-th percentile | 105 |
| Maximum | 2125 |
| Range | 2125 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 48.499205 |
|---|---|
| Coefficient of variation (CV) | 0.88605681 |
| Kurtosis | 473.19638 |
| Mean | 54.736 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 15.243198 |
| Sum | 547360 |
| Variance | 2352.1729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 603 | 6.0% |
| 43 | 587 | 5.9% |
| 0 | 579 | 5.8% |
| 44 | 561 | 5.6% |
| 45 | 537 | 5.4% |
| 41 | 459 | 4.6% |
| 40 | 412 | 4.1% |
| 46 | 394 | 3.9% |
| 39 | 375 | 3.8% |
| 47 | 364 | 3.6% |
| Other values (264) | 5129 |
| Value | Count | Frequency (%) |
| 0 | 579 | |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 3 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2125 | 1 | |
| 1500 | 1 | |
| 1189 | 1 | |
| 820 | 1 | |
| 747 | 1 | |
| 736 | 1 | |
| 656 | 1 | |
| 653 | 1 | |
| 640 | 1 | |
| 617 | 1 |
area_terreno
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 553 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.1753 |
| Minimum | 0 |
|---|---|
| Maximum | 150000 |
| Zeros | 6413 |
| Zeros (%) | 64.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 140 |
| 95-th percentile | 350 |
| Maximum | 150000 |
| Range | 150000 |
| Interquartile range (IQR) | 140 |
Descriptive statistics
| Standard deviation | 2685.9595 |
|---|---|
| Coefficient of variation (CV) | 11.045363 |
| Kurtosis | 1291.6825 |
| Mean | 243.1753 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.202649 |
| Sum | 2431753 |
| Variance | 7214378.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6413 | |
| 200 | 336 | 3.4% |
| 150 | 161 | 1.6% |
| 160 | 159 | 1.6% |
| 125 | 145 | 1.5% |
| 180 | 121 | 1.2% |
| 360 | 104 | 1.0% |
| 250 | 99 | 1.0% |
| 300 | 83 | 0.8% |
| 126 | 60 | 0.6% |
| Other values (543) | 2319 | 23.2% |
| Value | Count | Frequency (%) |
| 0 | 6413 | |
| 1 | 6 | 0.1% |
| 2 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 35 | 5 | 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 2 | < 0.1% |
| 38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 150000 | 1 | |
| 101622 | 1 | |
| 64039 | 1 | |
| 63050 | 1 | |
| 48040 | 1 | |
| 44586 | 2 | |
| 38063 | 1 | |
| 38001 | 1 | |
| 36841 | 1 | |
| 36502 | 1 |
quartos
Real number (ℝ)
Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1529 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0855861 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.43367 |
|---|---|
| Coefficient of variation (CV) | 0.20793675 |
| Kurtosis | 17.821917 |
| Mean | 2.0855861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1091477 |
| Sum | 17667 |
| Variance | 0.18806967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 7148 | |
| 3 | 915 | 9.2% |
| 1 | 342 | 3.4% |
| 4 | 54 | 0.5% |
| 5 | 9 | 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| (Missing) | 1529 | 15.3% |
| Value | Count | Frequency (%) |
| 1 | 342 | 3.4% |
| 2 | 7148 | |
| 3 | 915 | 9.2% |
| 4 | 54 | 0.5% |
| 5 | 9 | 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 9 | 0.1% |
| 4 | 54 | 0.5% |
| 3 | 915 | 9.2% |
| 2 | 7148 | |
| 1 | 342 | 3.4% |
salas
Categorical
Imbalance  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1730 |
| Missing (%) | 17.3% |
| Memory size | 514.7 KiB |
| 1.0 | |
|---|---|
| 2.0 | 173 |
| 3.0 | 12 |
| 6.0 | 2 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 8081 | |
| 2.0 | 173 | 1.7% |
| 3.0 | 12 | 0.1% |
| 6.0 | 2 | < 0.1% |
| 4.0 | 2 | < 0.1% |
| (Missing) | 1730 | 17.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 8081 | |
| 2.0 | 173 | 2.1% |
| 3.0 | 12 | 0.1% |
| 6.0 | 2 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 8270 | |
| 0 | 8270 | |
| 1 | 8081 | |
| 2 | 173 | 0.7% |
| 3 | 12 | < 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24810 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 8270 | |
| 0 | 8270 | |
| 1 | 8081 | |
| 2 | 173 | 0.7% |
| 3 | 12 | < 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24810 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 8270 | |
| 0 | 8270 | |
| 1 | 8081 | |
| 2 | 173 | 0.7% |
| 3 | 12 | < 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24810 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 8270 | |
| 0 | 8270 | |
| 1 | 8081 | |
| 2 | 173 | 0.7% |
| 3 | 12 | < 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
vagas_garagem
Real number (ℝ)
Missing 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3403 |
| Missing (%) | 34.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0665454 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.31483113 |
|---|---|
| Coefficient of variation (CV) | 0.29518775 |
| Kurtosis | 167.1205 |
| Mean | 1.0665454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.3334152 |
| Sum | 7036 |
| Variance | 0.099118643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 2 | 347 | 3.5% |
| 3 | 21 | 0.2% |
| 4 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 3403 |
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 2 | 347 | 3.5% |
| 3 | 21 | 0.2% |
| 4 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 4 | 8 | 0.1% |
| 3 | 21 | 0.2% |
| 2 | 347 | 3.5% |
| 1 | 6217 |
lavabos
Categorical
High correlation  Imbalance  Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 9773 |
| Missing (%) | 97.7% |
| Memory size | 546.1 KiB |
| 1.0 | |
|---|---|
| 2.0 | 4 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 222 | 2.2% |
| 2.0 | 4 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 9773 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 222 | |
| 2.0 | 4 | 1.8% |
| 3.0 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 227 | |
| 0 | 227 | |
| 1 | 222 | |
| 2 | 4 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 227 | |
| 0 | 227 | |
| 1 | 222 | |
| 2 | 4 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 227 | |
| 0 | 227 | |
| 1 | 222 | |
| 2 | 4 | 0.6% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 227 | |
| 0 | 227 | |
| 1 | 222 | |
| 2 | 4 | 0.6% |
| 3 | 1 | 0.1% |
suites
Unsupported
Missing  Rejected  Unsupported 
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.3 KiB |
cozinhas
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1684 |
| Missing (%) | 16.8% |
| Memory size | 514.5 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 8316 | |
| (Missing) | 1684 | 16.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 8316 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8316 | |
| . | 8316 | |
| 0 | 8316 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24948 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8316 | |
| . | 8316 | |
| 0 | 8316 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24948 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8316 | |
| . | 8316 | |
| 0 | 8316 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24948 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8316 | |
| . | 8316 | |
| 0 | 8316 |
varandas
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 9483 |
| Missing (%) | 94.8% |
| Memory size | 545.0 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 517 | 5.2% |
| (Missing) | 9483 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 517 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 517 | |
| . | 517 | |
| 0 | 517 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1551 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 517 | |
| . | 517 | |
| 0 | 517 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1551 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 517 | |
| . | 517 | |
| 0 | 517 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1551 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 517 | |
| . | 517 | |
| 0 | 517 |
sacadas
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 9824 |
| Missing (%) | 98.2% |
| Memory size | 546.3 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 176 | 1.8% |
| (Missing) | 9824 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 176 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 176 | |
| . | 176 | |
| 0 | 176 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 528 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 176 | |
| . | 176 | |
| 0 | 176 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 528 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 176 | |
| . | 176 | |
| 0 | 176 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 528 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 176 | |
| . | 176 | |
| 0 | 176 |
terracos
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 9751 |
| Missing (%) | 97.5% |
| Memory size | 546.0 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 249 | 2.5% |
| (Missing) | 9751 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 249 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 249 | |
| . | 249 | |
| 0 | 249 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 747 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249 | |
| . | 249 | |
| 0 | 249 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 747 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249 | |
| . | 249 | |
| 0 | 249 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 747 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249 | |
| . | 249 | |
| 0 | 249 |
areas_servico
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5593 |
| Missing (%) | 55.9% |
| Memory size | 529.8 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 4407 | |
| (Missing) | 5593 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 4407 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4407 | |
| . | 4407 | |
| 0 | 4407 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4407 | |
| . | 4407 | |
| 0 | 4407 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4407 | |
| . | 4407 | |
| 0 | 4407 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4407 | |
| . | 4407 | |
| 0 | 4407 |
dce
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 9905 |
| Missing (%) | 99.1% |
| Memory size | 546.6 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 95 | 0.9% |
| (Missing) | 9905 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 95 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 95 | |
| . | 95 | |
| 0 | 95 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 285 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95 | |
| . | 95 | |
| 0 | 95 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 285 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95 | |
| . | 95 | |
| 0 | 95 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 285 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95 | |
| . | 95 | |
| 0 | 95 |
churrasqueiras
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 9998 |
| Missing (%) | > 99.9% |
| Memory size | 547.0 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| (Missing) | 9998 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
wc
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1811 |
| Missing (%) | 18.1% |
| Memory size | 515.0 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 8189 | |
| (Missing) | 1811 | 18.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 8189 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8189 | |
| . | 8189 | |
| 0 | 8189 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24567 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8189 | |
| . | 8189 | |
| 0 | 8189 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24567 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8189 | |
| . | 8189 | |
| 0 | 8189 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24567 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8189 | |
| . | 8189 | |
| 0 | 8189 |
wc_emp
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 9830 |
| Missing (%) | 98.3% |
| Memory size | 546.3 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 170 | 1.7% |
| (Missing) | 9830 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 170 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 170 | |
| . | 170 | |
| 0 | 170 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 510 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 170 | |
| . | 170 | |
| 0 | 170 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 510 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 170 | |
| . | 170 | |
| 0 | 170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 510 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 170 | |
| . | 170 | |
| 0 | 170 |
m2total
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1786 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 608.363 |
| Minimum | 0 |
|---|---|
| Maximum | 8498 |
| Zeros | 6295 |
| Zeros (%) | 62.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1275 |
| 95-th percentile | 2356.05 |
| Maximum | 8498 |
| Range | 8498 |
| Interquartile range (IQR) | 1275 |
Descriptive statistics
| Standard deviation | 895.58175 |
|---|---|
| Coefficient of variation (CV) | 1.4721174 |
| Kurtosis | 1.4377637 |
| Mean | 608.363 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3295554 |
| Sum | 6083630 |
| Variance | 802066.68 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6295 | |
| 1439 | 9 | 0.1% |
| 1529 | 9 | 0.1% |
| 1830 | 9 | 0.1% |
| 1481 | 9 | 0.1% |
| 1707 | 9 | 0.1% |
| 1123 | 9 | 0.1% |
| 1477 | 8 | 0.1% |
| 1349 | 8 | 0.1% |
| 2239 | 8 | 0.1% |
| Other values (1776) | 3627 |
| Value | Count | Frequency (%) |
| 0 | 6295 | |
| 184 | 1 | < 0.1% |
| 216 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 232 | 1 | < 0.1% |
| 244 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 308 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8498 | 1 | |
| 6028 | 1 | |
| 5883 | 1 | |
| 5219 | 1 | |
| 4947 | 1 | |
| 4880 | 1 | |
| 4711 | 1 | |
| 4419 | 1 | |
| 4358 | 1 | |
| 4345 | 1 |
m2privativa
Real number (ℝ)
High correlation  Zeros 
| Distinct | 3039 |
|---|---|
| Distinct (%) | 30.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2056.7122 |
| Minimum | 0 |
|---|---|
| Maximum | 25926 |
| Zeros | 579 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1506.75 |
| median | 2015 |
| Q3 | 2511.25 |
| 95-th percentile | 3735.1 |
| Maximum | 25926 |
| Range | 25926 |
| Interquartile range (IQR) | 1004.5 |
Descriptive statistics
| Standard deviation | 1126.4569 |
|---|---|
| Coefficient of variation (CV) | 0.54769789 |
| Kurtosis | 57.793927 |
| Mean | 2056.7122 |
| Median Absolute Deviation (MAD) | 503 |
| Skewness | 3.7569324 |
| Sum | 20567122 |
| Variance | 1268905.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 579 | 5.8% |
| 1996 | 29 | 0.3% |
| 1800 | 26 | 0.3% |
| 2370 | 26 | 0.3% |
| 2000 | 25 | 0.2% |
| 3022 | 24 | 0.2% |
| 2091 | 22 | 0.2% |
| 1952 | 21 | 0.2% |
| 1744 | 21 | 0.2% |
| 2177 | 20 | 0.2% |
| Other values (3029) | 9207 |
| Value | Count | Frequency (%) |
| 0 | 579 | |
| 52 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25926 | 1 | |
| 24889 | 1 | |
| 22357 | 1 | |
| 17054 | 1 | |
| 14182 | 1 | |
| 13571 | 1 | |
| 12479 | 1 | |
| 11929 | 1 | |
| 11886 | 1 | |
| 11479 | 1 |
m2terreno
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 1344 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 338.0823 |
| Minimum | 0 |
|---|---|
| Maximum | 202826 |
| Zeros | 6413 |
| Zeros (%) | 64.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 367 |
| 95-th percentile | 1099.15 |
| Maximum | 202826 |
| Range | 202826 |
| Interquartile range (IQR) | 367 |
Descriptive statistics
| Standard deviation | 3944.5115 |
|---|---|
| Coefficient of variation (CV) | 11.667311 |
| Kurtosis | 1915.8578 |
| Mean | 338.0823 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.336763 |
| Sum | 3380823 |
| Variance | 15559171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6413 | |
| 2 | 22 | 0.2% |
| 585 | 13 | 0.1% |
| 363 | 12 | 0.1% |
| 430 | 12 | 0.1% |
| 510 | 12 | 0.1% |
| 405 | 11 | 0.1% |
| 398 | 10 | 0.1% |
| 549 | 10 | 0.1% |
| 236 | 10 | 0.1% |
| Other values (1334) | 3475 |
| Value | Count | Frequency (%) |
| 0 | 6413 | |
| 1 | 4 | < 0.1% |
| 2 | 22 | 0.2% |
| 3 | 10 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 8 | 0.1% |
| 7 | 5 | 0.1% |
| 8 | 5 | 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 202826 | 1 | |
| 197567 | 1 | |
| 171445 | 1 | |
| 139015 | 1 | |
| 101432 | 1 | |
| 98134 | 1 | |
| 70938 | 1 | |
| 11988 | 1 | |
| 5736 | 1 | |
| 5240 | 1 |
Interactions
Correlations
| area_privativa | area_terreno | area_total | classificacao | desconto | lavabos | m2privativa | m2terreno | m2total | n_lances | perc_de_luta | preco | quartos | row_id | salas | vagas_garagem | valor_de_avaliacao | valor_oferta | valor_presente | valor_venda | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| area_privativa | 1.000 | 0.237 | 0.044 | -0.016 | -0.214 | 0.718 | -0.144 | 0.319 | -0.025 | -0.085 | -0.045 | 0.286 | 0.466 | -0.114 | 0.317 | 0.218 | 0.283 | 0.273 | 0.273 | 0.286 |
| area_terreno | 0.237 | 1.000 | -0.083 | 0.020 | 0.059 | 1.000 | -0.491 | 0.901 | -0.069 | -0.082 | 0.004 | -0.114 | 0.200 | -0.055 | 0.000 | 0.164 | -0.109 | -0.088 | -0.088 | -0.114 |
| area_total | 0.044 | -0.083 | 1.000 | 0.048 | 0.014 | 0.000 | 0.135 | -0.043 | 0.897 | -0.010 | -0.050 | 0.121 | 0.025 | 0.028 | 0.172 | -0.006 | 0.131 | 0.093 | 0.093 | 0.121 |
| classificacao | -0.016 | 0.020 | 0.048 | 1.000 | 0.003 | 0.000 | 0.014 | 0.016 | 0.053 | -0.033 | 0.033 | 0.010 | -0.021 | 0.009 | 0.000 | 0.017 | 0.011 | 0.018 | 0.018 | 0.010 |
| desconto | -0.214 | 0.059 | 0.014 | 0.003 | 1.000 | 0.060 | -0.442 | 0.015 | -0.005 | 0.098 | 0.064 | -0.678 | -0.215 | -0.059 | 0.277 | -0.147 | -0.600 | -0.619 | -0.619 | -0.679 |
| lavabos | 0.718 | 1.000 | 0.000 | 0.000 | 0.060 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.509 | 0.142 | 0.069 | 0.424 | 0.401 | 0.377 | 0.537 | 0.537 | 0.509 |
| m2privativa | -0.144 | -0.491 | 0.135 | 0.014 | -0.442 | 0.000 | 1.000 | -0.388 | 0.225 | -0.030 | -0.059 | 0.683 | -0.117 | 0.222 | 0.000 | 0.071 | 0.677 | 0.606 | 0.606 | 0.683 |
| m2terreno | 0.319 | 0.901 | -0.043 | 0.016 | 0.015 | 1.000 | -0.388 | 1.000 | -0.014 | -0.059 | -0.035 | -0.025 | 0.186 | -0.046 | 0.000 | 0.156 | -0.021 | -0.016 | -0.016 | -0.025 |
| m2total | -0.025 | -0.069 | 0.897 | 0.053 | -0.005 | 0.000 | 0.225 | -0.014 | 1.000 | -0.011 | -0.051 | 0.160 | -0.054 | 0.072 | 0.056 | -0.010 | 0.171 | 0.128 | 0.128 | 0.160 |
| n_lances | -0.085 | -0.082 | -0.010 | -0.033 | 0.098 | 1.000 | -0.030 | -0.059 | -0.011 | 1.000 | -0.088 | -0.144 | -0.075 | -0.071 | 0.000 | -0.063 | -0.147 | -0.184 | -0.184 | -0.144 |
| perc_de_luta | -0.045 | 0.004 | -0.050 | 0.033 | 0.064 | 0.000 | -0.059 | -0.035 | -0.051 | -0.088 | 1.000 | -0.072 | 0.004 | -0.024 | 0.061 | 0.002 | -0.062 | 0.273 | 0.273 | -0.072 |
| preco | 0.286 | -0.114 | 0.121 | 0.010 | -0.678 | 0.509 | 0.683 | -0.025 | 0.160 | -0.144 | -0.072 | 1.000 | 0.223 | 0.161 | 0.160 | 0.194 | 0.988 | 0.907 | 0.907 | 1.000 |
| quartos | 0.466 | 0.200 | 0.025 | -0.021 | -0.215 | 0.142 | -0.117 | 0.186 | -0.054 | -0.075 | 0.004 | 0.223 | 1.000 | -0.112 | 0.476 | 0.226 | 0.218 | 0.229 | 0.229 | 0.223 |
| row_id | -0.114 | -0.055 | 0.028 | 0.009 | -0.059 | 0.069 | 0.222 | -0.046 | 0.072 | -0.071 | -0.024 | 0.161 | -0.112 | 1.000 | 0.000 | 0.009 | 0.170 | 0.139 | 0.139 | 0.161 |
| salas | 0.317 | 0.000 | 0.172 | 0.000 | 0.277 | 0.424 | 0.000 | 0.000 | 0.056 | 0.000 | 0.061 | 0.160 | 0.476 | 0.000 | 1.000 | 0.407 | 0.199 | 0.143 | 0.143 | 0.160 |
| vagas_garagem | 0.218 | 0.164 | -0.006 | 0.017 | -0.147 | 0.401 | 0.071 | 0.156 | -0.010 | -0.063 | 0.002 | 0.194 | 0.226 | 0.009 | 0.407 | 1.000 | 0.194 | 0.198 | 0.197 | 0.194 |
| valor_de_avaliacao | 0.283 | -0.109 | 0.131 | 0.011 | -0.600 | 0.377 | 0.677 | -0.021 | 0.171 | -0.147 | -0.062 | 0.988 | 0.218 | 0.170 | 0.199 | 0.194 | 1.000 | 0.903 | 0.903 | 0.988 |
| valor_oferta | 0.273 | -0.088 | 0.093 | 0.018 | -0.619 | 0.537 | 0.606 | -0.016 | 0.128 | -0.184 | 0.273 | 0.907 | 0.229 | 0.139 | 0.143 | 0.198 | 0.903 | 1.000 | 1.000 | 0.907 |
| valor_presente | 0.273 | -0.088 | 0.093 | 0.018 | -0.619 | 0.537 | 0.606 | -0.016 | 0.128 | -0.184 | 0.273 | 0.907 | 0.229 | 0.139 | 0.143 | 0.197 | 0.903 | 1.000 | 1.000 | 0.907 |
| valor_venda | 0.286 | -0.114 | 0.121 | 0.010 | -0.679 | 0.509 | 0.683 | -0.025 | 0.160 | -0.144 | -0.072 | 1.000 | 0.223 | 0.161 | 0.160 | 0.194 | 0.988 | 0.907 | 0.907 | 1.000 |
Missing values
Sample
| classificacao | valor_venda | valor_oferta | valor_presente | row_id | perc_de_luta | n_lances | preco | valor_de_avaliacao | desconto | area_total | area_privativa | area_terreno | quartos | salas | vagas_garagem | lavabos | suites | cozinhas | varandas | sacadas | terracos | areas_servico | dce | churrasqueiras | wc | wc_emp | m2total | m2privativa | m2terreno | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 225400.00 | 321400.00 | 321400.00 | 7 | 43.0 | 23 | 225400.0 | 322000.0 | 30.0 | 0.0 | 70.0 | 0.0 | 3.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | 1.0 | NaN | 0.0 | 3220.0 | 0.0 |
| 1 | 1.0 | 370600.00 | 370600.00 | 370600.00 | 147 | 0.0 | 2 | 370600.0 | 436000.0 | 15.0 | 0.0 | 74.0 | 0.0 | 3.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 0.0 | 5008.0 | 0.0 |
| 2 | 1.0 | 264000.00 | 264000.00 | 264000.00 | 107 | 0.0 | 1 | 264000.0 | 330000.0 | 20.0 | 0.0 | 146.0 | 189.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 1808.0 | 1397.0 |
| 3 | 1.0 | 242008.72 | 242008.72 | 242008.72 | 43 | 0.0 | 12 | 242009.0 | 302511.0 | 20.0 | 0.0 | 32.0 | 0.0 | 1.0 | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 0.0 | 7563.0 | 0.0 |
| 4 | 1.0 | 154522.77 | 166522.77 | 166522.77 | 39 | 8.0 | 1 | 154523.0 | 206030.0 | 25.0 | 0.0 | 0.0 | 480.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 322.0 |
| 5 | 1.0 | 156978.00 | 176978.00 | 176978.00 | 95 | 13.0 | 2 | 156978.0 | 243000.0 | 35.0 | 0.0 | 64.0 | 0.0 | 3.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 0.0 | 2453.0 | 0.0 |
| 6 | 1.0 | 163200.00 | 195200.00 | 195200.00 | 83 | 20.0 | 5 | 163200.0 | 217600.0 | 25.0 | 0.0 | 60.0 | 130.0 | 2.0 | 1.0 | 2.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 0.0 | 2720.0 | 1255.0 |
| 7 | 1.0 | 212000.00 | 248000.00 | 248000.00 | 75 | 17.0 | 13 | 212000.0 | 265000.0 | 20.0 | 0.0 | 69.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 0.0 | 3072.0 | 0.0 |
| 8 | 1.0 | 88200.00 | 88200.00 | 88200.00 | 99 | 0.0 | 6 | 88200.0 | 126000.0 | 30.0 | 0.0 | 57.0 | 200.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 1547.0 | 441.0 |
| 9 | 1.0 | 119000.00 | 151000.00 | 151000.00 | 31 | 27.0 | 1 | 119000.0 | 170000.0 | 30.0 | 0.0 | 49.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 0.0 | 2429.0 | 0.0 |
| classificacao | valor_venda | valor_oferta | valor_presente | row_id | perc_de_luta | n_lances | preco | valor_de_avaliacao | desconto | area_total | area_privativa | area_terreno | quartos | salas | vagas_garagem | lavabos | suites | cozinhas | varandas | sacadas | terracos | areas_servico | dce | churrasqueiras | wc | wc_emp | m2total | m2privativa | m2terreno | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 1.0 | 100148.49 | 134148.49 | 134148.49 | 84 | 34.0 | 1 | 100148.0 | 169000.0 | 41.0 | 53.0 | 43.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1890.0 | 2329.0 | 0.0 |
| 9991 | 1.0 | 137010.64 | 149010.64 | 149010.64 | 452 | 9.0 | 1 | 137011.0 | 217676.0 | 37.0 | 40.0 | 28.0 | 0.0 | 1.0 | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 3425.0 | 4893.0 | 0.0 |
| 9992 | 1.0 | 155402.67 | 155402.67 | 155402.67 | 435 | 0.0 | 1 | 155403.0 | 253800.0 | 39.0 | 0.0 | 52.0 | 0.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 2989.0 | 0.0 |
| 9993 | 1.0 | 68787.97 | 127787.97 | 127787.97 | 294 | 86.0 | 1 | 68788.0 | 120000.0 | 43.0 | 68.0 | 45.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 1012.0 | 1529.0 | 0.0 |
| 9994 | 1.0 | 117860.63 | 128860.63 | 128860.63 | 290 | 9.0 | 1 | 117861.0 | 195000.0 | 40.0 | 68.0 | 45.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | 1.0 | NaN | 1733.0 | 2619.0 | 0.0 |
| 9995 | 1.0 | 78201.87 | 88201.87 | 88201.87 | 351 | 13.0 | 9 | 78202.0 | 135000.0 | 42.0 | 57.0 | 46.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 1372.0 | 1700.0 | 0.0 |
| 9996 | 1.0 | 100741.08 | 100741.08 | 100741.08 | 144 | 0.0 | 1 | 100741.0 | 170000.0 | 41.0 | 60.0 | 42.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | 1.0 | NaN | 1679.0 | 2399.0 | 0.0 |
| 9997 | 1.0 | 106963.33 | 112963.33 | 112963.33 | 488 | 6.0 | 9 | 106963.0 | 180500.0 | 41.0 | 83.0 | 52.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | 1.0 | NaN | 1289.0 | 2057.0 | 0.0 |
| 9998 | 1.0 | 94815.14 | 94815.14 | 94815.14 | 148 | 0.0 | 19 | 94815.0 | 160000.0 | 41.0 | 0.0 | 42.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | 1.0 | NaN | 0.0 | 2258.0 | 0.0 |
| 9999 | 1.0 | 116047.39 | 156047.39 | 156047.39 | 88 | 34.0 | 2 | 116047.0 | 192000.0 | 40.0 | 53.0 | 43.0 | 0.0 | 2.0 | 1.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 2190.0 | 2699.0 | 0.0 |